Topologie et apprentissage machine
Notes from the Margin, the twice-yearly CMS Studc publication featuring student writing for a general mathematical audience, has for several years provided a platform for topics from higher-order Fourier analysis to tenure-track job interviews. We are excited to present this first post on the Notes from the Margin blog, which will complement but not replace the semi-annual print publication. We invite submissions year-round at student-editor@cms.math.ca.
The article for “October” is in French, it is available here.

![Rendered by QuickLaTeX.com \[\begin{array}{rl} \mathcal O \subseteq \mathcal B \text{ covers S } & \\ \text{iff} & \text{for every }T \in S\text{ there is a }[\varphi]\in \mathcal O\text{ such that }\\ &\varphi \in T \\ \text{iff}&\text{ for no }T \in S\text{ is }\varphi \not\in T\text{ for every }[\varphi] \in \mathcal O \\ \text{iff}&\text{ for no }T \in S\text{ is }\neg\varphi\in T\text{ for every }[\varphi] \in \mathcal O \\ \text{iff}& \{\neg \varphi\mid [\phi]\in\mathcal O\}\text{ is inconsistent (see (1) above).} \end{array}\]](https://studc.math.ca/wp-content/ql-cache/quicklatex.com-6f5456f0d92cc0cbb334aa33a1ade0d3_l3.png)
Todd Schmid is an undergraduate at the University of Victoria. He likes long beach walks, the overlap of geometry and logic, and strange Scandinavian films. Among his favourite quotations is this one by César Vallejo: “Beloved be the ones who sit down.”